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SUMMARY:Clifford Stein (Coumbia University)
DTSTART:20200618T170000Z
DTEND:20200618T180000Z
DTSTAMP:20260423T021018Z
UID:TCSPlus/8
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/TCSPlus/8/">
 Parallel approximate undirected shortest paths via low hop emulators</a>\n
 by Clifford Stein (Coumbia University) as part of TCS+\n\n\nAbstract\nAlth
 ough sequential algorithms with (nearly) optimal running time for finding 
 shortest paths in undirected graphs with non-negative edge weights have be
 en known for several decades\, near-optimal parallel algorithms have turne
 d out to be a much tougher challenge. In this talk\, we present a $(1+\\va
 repsilon)$-approximate parallel algorithm for computing shortest paths in 
 undirected graphs\, achieving polylog depth and near-linear work. All prio
 r $(1+\\varepsilon)$-algorithms with polylog  depth perform at least super
 linear work. Improving this long-standing upper bound obtained by Cohen (S
 TOC'94) has been open for 25 years.\n\nOur algorithm uses several new tool
 s. Prior work uses hopsets to introduce shortcuts in the graph. We introdu
 ce a new notion that we call low hop emulators.  We also introduce compres
 sible preconditioners\, which we use in conjunction with Serman's framewor
 k (SODA '17) for the uncapacitated minimum cost flow problem.\n\nJoint wor
 k with Alex Andoni and Peilin Zhong.\n\nRescheduled to 06/18/2020 (origina
 lly scheduled for the 06/10/2020).\n
LOCATION:https://researchseminars.org/talk/TCSPlus/8/
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